diff --git a/CPC251_Project_Part1_Group-Cancer_2.code-workspace b/CPC251_Project_Part1_Group-Cancer_2.code-workspace
new file mode 100644
index 0000000..876a149
--- /dev/null
+++ b/CPC251_Project_Part1_Group-Cancer_2.code-workspace
@@ -0,0 +1,8 @@
+{
+	"folders": [
+		{
+			"path": "."
+		}
+	],
+	"settings": {}
+}
\ No newline at end of file
diff --git a/Project Part 1 (Template).ipynb b/Project Part 1 (Template).ipynb
index e3d7c45..f5a2b39 100644
--- a/Project Part 1 (Template).ipynb	
+++ b/Project Part 1 (Template).ipynb	
@@ -72,9 +72,7 @@
    "execution_count": 9,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "#split into 80:10:10"
-   ]
+   "source": []
   },
   {
    "attachments": {},
diff --git a/Project Part 1.ipynb b/Project Part 1.ipynb
index 3b8d0d7..6dbf1b2 100644
--- a/Project Part 1.ipynb	
+++ b/Project Part 1.ipynb	
@@ -448,7 +448,10 @@
     }
    ],
    "source": [
+    "#Import the pandas library, reading the dataset into a dataframe\n",
     "df= pd.read_csv('risk_factors.csv')\n",
+    "\n",
+    "#Print the dataframe\n",
     "df"
    ]
   },
@@ -508,6 +511,7 @@
     }
    ],
    "source": [
+    "#Display information about the dataframe\n",
     "df.info()"
    ]
   },
@@ -566,7 +570,10 @@
     }
    ],
    "source": [
+    "#Drop 'Biopsy' column to create a new dataframe called as 'X'\n",
     "X = df.drop('Biopsy', axis = 1)\n",
+    "\n",
+    "#Display the information of 'X'\n",
     "X.info()"
    ]
   },
@@ -587,6 +594,7 @@
     }
    ],
    "source": [
+    "#Get the size or dimensions of 'X'\n",
     "X.shape\n"
    ]
   },
@@ -613,7 +621,10 @@
     }
    ],
    "source": [
+    "#Assign 'Biopsy' column to variable 'y'\n",
     "y = df['Biopsy']\n",
+    "\n",
+    "#Display the information of 'y' variable\n",
     "y.info()"
    ]
   },
@@ -652,8 +663,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#split into 80:10:10\n",
-    "\n",
     "#splitting into training and test set\n",
     "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.1,random_state=0)\n",
     "\n",